0 [D loss: 0.692452, acc.: 25.78%] [G loss: 0.703323]
100 [D loss: 0.690022, acc.: 0.00%] [G loss: 0.543523]
200 [D loss: 0.653430, acc.: 0.00%] [G loss: 0.559143]
300 [D loss: 0.663862, acc.: 0.39%] [G loss: 0.576408]
400 [D loss: 0.678835, acc.: 0.00%] [G loss: 0.527379]
500 [D loss: 0.757925, acc.: 0.00%] [G loss: 0.502246]
600 [D loss: 0.754791, acc.: 0.00%] [G loss: 0.482153]
700 [D loss: 0.771630, acc.: 0.78%] [G loss: 0.478499]
800 [D loss: 0.775678, acc.: 1.17%] [G loss: 0.474733]
900 [D loss: 0.806840, acc.: 0.00%] [G loss: 0.446639]
1000 [D loss: 0.787823, acc.: 0.39%] [G loss: 0.439376]
1100 [D loss: 0.789819, acc.: 0.00%] [G loss: 0.431329]
1200 [D loss: 0.785772, acc.: 0.00%] [G loss: 0.429723]
1300 [D loss: 0.818520, acc.: 0.00%] [G loss: 0.450631]
1400 [D loss: 0.793129, acc.: 0.00%] [G loss: 0.437919]
1500 [D loss: 0.838765, acc.: 0.39%] [G loss: 0.416567]
1600 [D loss: 0.813028, acc.: 0.78%] [G loss: 0.427587]
1700 [D loss: 0.781254, acc.: 0.00%] [G loss: 0.438877]
1800 [D loss: 0.806718, acc.: 0.00%] [G loss: 0.405354]
1900 [D loss: 0.813009, acc.: 0.00%] [G loss: 0.470142]
2000 [D loss: 0.807765, acc.: 0.78%] [G loss: 0.441852]
2100 [D loss: 0.797949, acc.: 0.78%] [G loss: 0.437708]
2200 [D loss: 0.835247, acc.: 0.00%] [G loss: 0.457303]
2300 [D loss: 0.822961, acc.: 0.78%] [G loss: 0.455397]
2400 [D loss: 0.801394, acc.: 0.00%] [G loss: 0.443033]
2500 [D loss: 0.812078, acc.: 1.17%] [G loss: 0.460489]
2600 [D loss: 0.801116, acc.: 0.78%] [G loss: 0.477230]
2700 [D loss: 0.810231, acc.: 0.78%] [G loss: 0.483210]
2800 [D loss: 0.785770, acc.: 0.00%] [G loss: 0.473317]
2900 [D loss: 0.807290, acc.: 0.39%] [G loss: 0.460093]
3000 [D loss: 0.772272, acc.: 1.56%] [G loss: 0.478448]
3100 [D loss: 0.782626, acc.: 0.39%] [G loss: 0.455067]
3200 [D loss: 0.786437, acc.: 0.00%] [G loss: 0.477131]
3300 [D loss: 0.766993, acc.: 1.17%] [G loss: 0.474221]
3400 [D loss: 0.792217, acc.: 1.56%] [G loss: 0.485181]
3500 [D loss: 0.785192, acc.: 1.17%] [G loss: 0.443678]
3600 [D loss: 0.764867, acc.: 1.56%] [G loss: 0.482338]
3700 [D loss: 0.781310, acc.: 1.17%] [G loss: 0.478673]
3800 [D loss: 0.769221, acc.: 1.56%] [G loss: 0.483557]
3900 [D loss: 0.763559, acc.: 1.56%] [G loss: 0.483390]
4000 [D loss: 0.775536, acc.: 1.17%] [G loss: 0.446959]
4100 [D loss: 0.752658, acc.: 1.95%] [G loss: 0.510528]
4200 [D loss: 0.762216, acc.: 0.39%] [G loss: 0.526250]
4300 [D loss: 0.766740, acc.: 1.56%] [G loss: 0.525008]
4400 [D loss: 0.760838, acc.: 2.34%] [G loss: 0.519561]
4500 [D loss: 0.771830, acc.: 0.78%] [G loss: 0.510173]
4600 [D loss: 0.775047, acc.: 1.17%] [G loss: 0.505063]
4700 [D loss: 0.729962, acc.: 5.08%] [G loss: 0.519618]
4800 [D loss: 0.747539, acc.: 4.30%] [G loss: 0.516281]
4900 [D loss: 0.756686, acc.: 2.34%] [G loss: 0.517949]
5000 [D loss: 0.768075, acc.: 5.47%] [G loss: 0.528019]
5100 [D loss: 0.752126, acc.: 2.34%] [G loss: 0.549251]
5200 [D loss: 0.780343, acc.: 3.12%] [G loss: 0.530229]
5300 [D loss: 0.763236, acc.: 1.56%] [G loss: 0.519304]
5400 [D loss: 0.802363, acc.: 2.73%] [G loss: 0.515954]
5500 [D loss: 0.741653, acc.: 3.52%] [G loss: 0.541419]
5600 [D loss: 0.792818, acc.: 1.56%] [G loss: 0.507718]
5700 [D loss: 0.756437, acc.: 5.08%] [G loss: 0.548460]
5800 [D loss: 0.800576, acc.: 2.73%] [G loss: 0.531722]
5900 [D loss: 0.781686, acc.: 3.91%] [G loss: 0.500522]
6000 [D loss: 0.779418, acc.: 2.73%] [G loss: 0.554620]
6100 [D loss: 0.779314, acc.: 3.52%] [G loss: 0.508776]
6200 [D loss: 0.772333, acc.: 2.73%] [G loss: 0.539463]
6300 [D loss: 0.794760, acc.: 4.30%] [G loss: 0.546815]
6400 [D loss: 0.789321, acc.: 3.12%] [G loss: 0.511675]
6500 [D loss: 0.812679, acc.: 2.73%] [G loss: 0.514616]
6600 [D loss: 0.782484, acc.: 2.34%] [G loss: 0.523521]
6700 [D loss: 0.769942, acc.: 4.69%] [G loss: 0.531607]
6800 [D loss: 0.771663, acc.: 3.12%] [G loss: 0.608783]
6900 [D loss: 0.810353, acc.: 2.34%] [G loss: 0.523981]
7000 [D loss: 0.787282, acc.: 5.08%] [G loss: 0.559365]
7100 [D loss: 0.796203, acc.: 1.56%] [G loss: 0.504687]
7200 [D loss: 0.780915, acc.: 3.52%] [G loss: 0.530293]
7300 [D loss: 0.839863, acc.: 2.34%] [G loss: 0.567453]
7400 [D loss: 0.802081, acc.: 1.95%] [G loss: 0.547280]
7500 [D loss: 0.789414, acc.: 3.12%] [G loss: 0.608225]
7600 [D loss: 0.771016, acc.: 3.12%] [G loss: 0.568828]
7700 [D loss: 0.806163, acc.: 4.30%] [G loss: 0.546677]
7800 [D loss: 0.795043, acc.: 4.30%] [G loss: 0.551776]
7900 [D loss: 0.778442, acc.: 6.25%] [G loss: 0.562973]
8000 [D loss: 0.776459, acc.: 4.30%] [G loss: 0.584549]
8100 [D loss: 0.793599, acc.: 2.73%] [G loss: 0.533402]
8200 [D loss: 0.812054, acc.: 1.95%] [G loss: 0.546968]
8300 [D loss: 0.772636, acc.: 4.69%] [G loss: 0.571654]
8400 [D loss: 0.794425, acc.: 5.08%] [G loss: 0.579289]
8500 [D loss: 0.790836, acc.: 2.34%] [G loss: 0.531856]
8600 [D loss: 0.782967, acc.: 2.34%] [G loss: 0.526793]
8700 [D loss: 0.772555, acc.: 7.03%] [G loss: 0.618529]
8800 [D loss: 0.819971, acc.: 4.30%] [G loss: 0.547621]
8900 [D loss: 0.792278, acc.: 5.47%] [G loss: 0.627251]
9000 [D loss: 0.802523, acc.: 3.12%] [G loss: 0.552374]
9100 [D loss: 0.780059, acc.: 5.47%] [G loss: 0.587454]
9200 [D loss: 0.791363, acc.: 2.73%] [G loss: 0.601027]
9300 [D loss: 0.786644, acc.: 4.69%] [G loss: 0.576391]
9400 [D loss: 0.755548, acc.: 4.69%] [G loss: 0.543309]
9500 [D loss: 0.775507, acc.: 5.47%] [G loss: 0.611354]
9600 [D loss: 0.779620, acc.: 5.47%] [G loss: 0.602152]
9700 [D loss: 0.804500, acc.: 3.52%] [G loss: 0.605936]
9800 [D loss: 0.769888, acc.: 9.77%] [G loss: 0.582661]
9900 [D loss: 0.758395, acc.: 2.34%] [G loss: 0.610786]
10000 [D loss: 0.797786, acc.: 5.86%] [G loss: 0.614999]
10100 [D loss: 0.796570, acc.: 2.73%] [G loss: 0.595362]
10200 [D loss: 0.779153, acc.: 6.25%] [G loss: 0.646758]
10300 [D loss: 0.783715, acc.: 2.73%] [G loss: 0.581077]
10400 [D loss: 0.756933, acc.: 5.08%] [G loss: 0.563669]
10500 [D loss: 0.761696, acc.: 6.25%] [G loss: 0.641574]
10600 [D loss: 0.752802, acc.: 6.64%] [G loss: 0.615941]
10700 [D loss: 0.736722, acc.: 6.25%] [G loss: 0.625253]
10800 [D loss: 0.791924, acc.: 5.08%] [G loss: 0.700703]
10900 [D loss: 0.779669, acc.: 5.86%] [G loss: 0.689557]
11000 [D loss: 0.756509, acc.: 6.25%] [G loss: 0.662029]
11100 [D loss: 0.762871, acc.: 7.03%] [G loss: 0.753637]
11200 [D loss: 0.751851, acc.: 2.34%] [G loss: 0.677252]
11300 [D loss: 0.791600, acc.: 6.64%] [G loss: 0.795058]
11400 [D loss: 0.738482, acc.: 7.03%] [G loss: 0.658596]
11500 [D loss: 0.731306, acc.: 4.30%] [G loss: 0.681449]
11600 [D loss: 0.815618, acc.: 3.52%] [G loss: 0.754749]
11700 [D loss: 0.764675, acc.: 2.34%] [G loss: 0.675612]
11800 [D loss: 0.777934, acc.: 5.08%] [G loss: 0.715532]
11900 [D loss: 0.752043, acc.: 5.47%] [G loss: 0.794173]
12000 [D loss: 0.773118, acc.: 1.95%] [G loss: 0.668240]
12100 [D loss: 0.786013, acc.: 4.30%] [G loss: 0.705114]
12200 [D loss: 0.747987, acc.: 5.08%] [G loss: 0.709269]
12300 [D loss: 0.797894, acc.: 3.12%] [G loss: 0.713377]
12400 [D loss: 0.788102, acc.: 4.69%] [G loss: 0.770477]
12500 [D loss: 0.744619, acc.: 5.47%] [G loss: 0.726461]
12600 [D loss: 0.761752, acc.: 5.08%] [G loss: 0.721695]
12700 [D loss: 0.794136, acc.: 4.30%] [G loss: 0.715248]
12800 [D loss: 0.766701, acc.: 3.12%] [G loss: 0.745745]
12900 [D loss: 0.726490, acc.: 8.20%] [G loss: 0.721939]
13000 [D loss: 0.781962, acc.: 6.25%] [G loss: 0.675459]
13100 [D loss: 0.783298, acc.: 3.52%] [G loss: 0.707204]
13200 [D loss: 0.759145, acc.: 6.64%] [G loss: 0.739165]
13300 [D loss: 0.749694, acc.: 2.73%] [G loss: 0.627443]
13400 [D loss: 0.767790, acc.: 3.12%] [G loss: 0.718496]
13500 [D loss: 0.741907, acc.: 5.08%] [G loss: 0.668030]
13600 [D loss: 0.745389, acc.: 4.30%] [G loss: 0.704925]
13700 [D loss: 0.790089, acc.: 4.30%] [G loss: 0.689641]
13800 [D loss: 0.754079, acc.: 5.47%] [G loss: 0.769687]
13900 [D loss: 0.757266, acc.: 5.47%] [G loss: 0.797655]
14000 [D loss: 0.774773, acc.: 3.91%] [G loss: 0.697047]
14100 [D loss: 0.753349, acc.: 5.08%] [G loss: 0.715350]
14200 [D loss: 0.743380, acc.: 4.30%] [G loss: 0.720229]
14300 [D loss: 0.777304, acc.: 5.08%] [G loss: 0.695988]
14400 [D loss: 0.778791, acc.: 2.73%] [G loss: 0.741093]
14500 [D loss: 0.749682, acc.: 5.47%] [G loss: 0.711550]
14600 [D loss: 0.754771, acc.: 3.12%] [G loss: 0.752398]
14700 [D loss: 0.741628, acc.: 5.86%] [G loss: 0.754923]
14800 [D loss: 0.724669, acc.: 4.69%] [G loss: 0.743072]
14900 [D loss: 0.750736, acc.: 6.25%] [G loss: 0.722358]
15000 [D loss: 0.749732, acc.: 3.12%] [G loss: 0.733704]
15100 [D loss: 0.743481, acc.: 5.86%] [G loss: 0.766612]
15200 [D loss: 0.763330, acc.: 4.69%] [G loss: 0.733050]
15300 [D loss: 0.763336, acc.: 6.25%] [G loss: 0.723359]
15400 [D loss: 0.765880, acc.: 2.73%] [G loss: 0.735357]
15500 [D loss: 0.778841, acc.: 4.69%] [G loss: 0.735866]
15600 [D loss: 0.778821, acc.: 3.91%] [G loss: 0.783075]
15700 [D loss: 0.731905, acc.: 7.81%] [G loss: 0.784513]
15800 [D loss: 0.777322, acc.: 4.30%] [G loss: 0.713081]
15900 [D loss: 0.758019, acc.: 2.73%] [G loss: 0.735633]
16000 [D loss: 0.796840, acc.: 4.30%] [G loss: 0.713938]
16100 [D loss: 0.745458, acc.: 4.30%] [G loss: 0.725449]
16200 [D loss: 0.752116, acc.: 2.73%] [G loss: 0.718048]
16300 [D loss: 0.765403, acc.: 4.30%] [G loss: 0.699426]
16400 [D loss: 0.748301, acc.: 5.08%] [G loss: 0.800062]
16500 [D loss: 0.775233, acc.: 5.47%] [G loss: 0.743834]
16600 [D loss: 0.751604, acc.: 5.47%] [G loss: 0.847628]
16700 [D loss: 0.829215, acc.: 2.73%] [G loss: 0.764475]
16800 [D loss: 0.767427, acc.: 2.73%] [G loss: 0.748264]
16900 [D loss: 0.793147, acc.: 4.30%] [G loss: 0.770962]
17000 [D loss: 0.757554, acc.: 5.47%] [G loss: 0.718267]
17100 [D loss: 0.808694, acc.: 7.03%] [G loss: 0.765667]
17200 [D loss: 0.780034, acc.: 7.81%] [G loss: 0.815729]
17300 [D loss: 0.738654, acc.: 5.86%] [G loss: 0.864958]
17400 [D loss: 0.740067, acc.: 6.25%] [G loss: 0.827473]
17500 [D loss: 0.739848, acc.: 4.30%] [G loss: 0.830323]
17600 [D loss: 0.765648, acc.: 4.30%] [G loss: 0.953386]
17700 [D loss: 0.733113, acc.: 12.89%] [G loss: 0.812113]
17800 [D loss: 0.754455, acc.: 4.69%] [G loss: 0.826568]
17900 [D loss: 0.765897, acc.: 6.25%] [G loss: 0.892829]
18000 [D loss: 0.752906, acc.: 7.03%] [G loss: 0.838185]
18100 [D loss: 0.756647, acc.: 5.86%] [G loss: 0.852829]
18200 [D loss: 0.732399, acc.: 5.08%] [G loss: 0.827914]
18300 [D loss: 0.801475, acc.: 5.86%] [G loss: 0.903144]
18400 [D loss: 0.753599, acc.: 2.73%] [G loss: 0.930157]
18500 [D loss: 0.738733, acc.: 6.25%] [G loss: 0.923680]
18600 [D loss: 0.789007, acc.: 2.34%] [G loss: 0.896178]
18700 [D loss: 0.764591, acc.: 3.52%] [G loss: 0.962082]
18800 [D loss: 0.781094, acc.: 5.47%] [G loss: 0.889822]
18900 [D loss: 0.782912, acc.: 1.56%] [G loss: 0.894223]
19000 [D loss: 0.745277, acc.: 5.47%] [G loss: 0.983501]
19100 [D loss: 0.768936, acc.: 3.91%] [G loss: 0.926200]
19200 [D loss: 0.742945, acc.: 4.69%] [G loss: 0.913800]
19300 [D loss: 0.780743, acc.: 3.12%] [G loss: 0.956809]
19400 [D loss: 0.759549, acc.: 3.91%] [G loss: 1.000206]
19500 [D loss: 0.719528, acc.: 5.86%] [G loss: 0.921185]
19600 [D loss: 0.798346, acc.: 1.17%] [G loss: 0.988111]
19700 [D loss: 0.772479, acc.: 6.64%] [G loss: 0.942184]
19800 [D loss: 0.764895, acc.: 3.91%] [G loss: 1.029450]
19900 [D loss: 0.741695, acc.: 4.30%] [G loss: 1.069826]
20000 [D loss: 0.781008, acc.: 3.91%] [G loss: 1.054244]